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📈 The panel-highcharts package makes it easy to use HighCharts in Python, Notebooks and with HoloViz Panel.

License: Other

Python 86.44% TypeScript 11.50% HTML 2.06%

charts datascience dataviz datavisualization holoviz panel application analysis trading

panel-highcharts's Introduction

✨Panel Highcharts

We want to

make it super simple to do exploratory data analysis and develop high-quality Panel data apps using the HighCharts plotting library.

We provide

the panel-highcharts python package for Panel.
example notebooks and data apps.

⚖️ License

The panel-highcharts python package and repository is open source and free to use (MIT License), however Highcharts itself requires a license for commercial use. For more info see the Highcharts license FAQs.

🚀 Get started in under a minute

Install panel-highcharts including the examples dependencies.

pip install panel-highcharts[examples]

Explore the sample apps

pn hello panel-highcharts

You can now find the reference and gallery notebooks in the examples/awesome-panel/panel-highcharts folder. Check them out by running jupyter lab.

📒 Explore the examples online

Click one of the buttons

Checkout Highcharts Demos

Follow the link

⭐ Support

Please support Panel and awesome-panel by giving the projects a star on Github:

Thanks

❤️ Contribute

If you are looking to contribute to this project you can find ideas in the issue tracker. To get started check out the DEVELOPER_GUIDE.

I would love to support and receive your contributions. Thanks.

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panel-highcharts's Issues

catching JS errors

Would be pretty cool if the JS errors like below could be somehow caught and raised as a python exception?

Venn diagram is not supported

Venn chart is missing in the panel-highcharts package. Please add Venn chart in this package

datetime format wrong

Hi. Great product thanks!
I have data with [[date, value]] being sent to high charts and the mouse-over feature shows the date properly but the x-axis shows in milli-seconds or 1970 if I use a format string on the config.

import panel_highcharts as ph
import numpy as np
import panel as pn

ph.config.theme("auto")
pn.extension('highchart')

raw = np.array([['2020-01-02T00:00:00.000', 0.08724838802601927],
['2020-01-03T00:00:00.000', 0.3505050980452534],
['2020-01-07T00:00:00.000', 0.20308500006387006],
['2020-01-08T00:00:00.000', 0.30082278389285844],
['2020-01-09T00:00:00.000', 0.1532198747144695],
['2020-01-13T00:00:00.000', 0.29617460579831706],
['2020-01-14T00:00:00.000', 0.3101317710656381],
['2020-01-15T00:00:00.000', 0.26286860757963615],
['2020-01-16T00:00:00.000', 0.2246060860444374],
['2020-01-17T00:00:00.000', 0.23607952701269072]])

data= [{'name': 'labels',
'data': raw[:,0]},
{'name': 'random',
'data': raw[:,1]}]

configuration = {
"zoomType": 'x',
"title": {"text": "broken dates!"},
"xAxis": {"type": 'datetime', "labels": {"formatter": "function() {return Highcharts.dateFormat('%b/%e/%Y', this.value);}"}},
"yAxis": {"title": {"text": 'random'}},
"legend": {"enabled": True},
"series": data
}
chart = ph.HighChart(object=configuration, sizing_mode="stretch_width")

Requires panel > 1.0

Request

Hello,

The new version of panel (>1.0) provides interesting new tools & syntaxes.
However "panel-highcharts" requires panel < 1.0 (see dependency

panel-highcharts/pyproject.toml

Line 37 in f5a7e13

"panel<1.0",

)and I can't install both the new panel version & panel-higharts. Could it be possible to upgrade "panel-highcharts" requirements to install the latest version of "panel" lib ?

Thanks in advance,

Motivation

panel-highcharts is awesome to have JS style & coding with python.
I am developing web tools with python libraries, including holoviz (holoviews, geoviews, panel etc)

Drawbacks

Requirements/ lib troubles?

Alternatives

No response

Additional Context

No response

Cannot add second series dynamically

Working in JupyterLab, it appears that a second data series cannot be added to an existing chart.

Example Code showing the problem:

Original Chart:

import panel_highcharts as ph

configuration = {
 'title': {'text': 'Stock Chart: UPST'},
 'rangeSelector': {'selected': 1},
 'xAxis': {'type': 'datetime'},
 'series': [{'id': 'pricehistory',
   'name': 'UPST Price History',
   'data': [[1608076800000.0, 29.47],
    [1608163200000.0, 35.77],
    [1608249600000.0, 44.09],
    [1608508800000.0, 41.1],
    [1608595200000.0, 47.84],
    [1608681600000.0, 46.32],
    [1608768000000.0, 43.96],
    [1609113600000.0, 42.63],
    [1609200000000.0, 40.75],
    [1609286400000.0, 38.87],
    [1609372800000.0, 40.75],
    [1609718400000.0, 43.99],
    [1609804800000.0, 48.37],
    [1609891200000.0, 52.14],
    [1609977600000.0, 55.39],
    [1610064000000.0, 52.73],
    [1610323200000.0, 54.71],
    [1610409600000.0, 62.48],
    [1610496000000.0, 57.88],
    [1610582400000.0, 60.64],
    [1610668800000.0, 56.0],
    [1611014400000.0, 54.28],
    [1611100800000.0, 55.22],
    [1611187200000.0, 63.77],
    [1611273600000.0, 64.47],
    [1611532800000.0, 67.36],
    [1611619200000.0, 64.45],
    [1611705600000.0, 64.7],
    [1611792000000.0, 65.15],
    [1611878400000.0, 62.19],
    [1612137600000.0, 70.25],
    [1612224000000.0, 75.47],
    [1612310400000.0, 79.75],
    [1612396800000.0, 75.75],
    [1612483200000.0, 75.24],
    [1612742400000.0, 76.0],
    [1612828800000.0, 80.25],
    [1612915200000.0, 91.04],
    [1613001600000.0, 95.13],
    [1613088000000.0, 102.18],
    [1613433600000.0, 92.28],
    [1613520000000.0, 87.24],
    [1613606400000.0, 82.32],
    [1613692800000.0, 89.73],
    [1613952000000.0, 77.01],
    [1614038400000.0, 73.06],
    [1614124800000.0, 74.51],
    [1614211200000.0, 68.52],
    [1614297600000.0, 65.64],
    [1614556800000.0, 66.65],
    [1614643200000.0, 60.36],
    [1614729600000.0, 57.58],
    [1614816000000.0, 54.92],
    [1614902400000.0, 51.16],
    [1615161600000.0, 46.87],
    [1615248000000.0, 53.24],
    [1615334400000.0, 52.99],
    [1615420800000.0, 59.24],
    [1615507200000.0, 58.0],
    [1615766400000.0, 62.93],
    [1615852800000.0, 60.05],
    [1615939200000.0, 60.79],
    [1616025600000.0, 115.09],
    [1616112000000.0, 125.28],
    [1616371200000.0, 164.87],
    [1616457600000.0, 118.48],
    [1616544000000.0, 112.28],
    [1616630400000.0, 123.73],
    [1616716800000.0, 142.95],
    [1616976000000.0, 134.49],
    [1617062400000.0, 129.28],
    [1617148800000.0, 128.86],
    [1617235200000.0, 144.28],
    [1617580800000.0, 140.52],
    [1617667200000.0, 144.3],
    [1617753600000.0, 126.07],
    [1617840000000.0, 123.33],
    [1617926400000.0, 127.29],
    [1618185600000.0, 112.46],
    [1618272000000.0, 110.46],
    [1618358400000.0, 104.51],
    [1618444800000.0, 110.4],
    [1618531200000.0, 104.65],
    [1618790400000.0, 97.55],
    [1618876800000.0, 91.79],
    [1618963200000.0, 100.61],
    [1619049600000.0, 101.44],
    [1619136000000.0, 107.38],
    [1619395200000.0, 111.24],
    [1619481600000.0, 116.33],
    [1619568000000.0, 113.75],
    [1619654400000.0, 108.56],
    [1619740800000.0, 109.02],
    [1620000000000.0, 114.2],
    [1620086400000.0, 107.36],
    [1620172800000.0, 98.19],
    [1620259200000.0, 92.04],
    [1620345600000.0, 95.97],
    [1620604800000.0, 88.21],
    [1620691200000.0, 89.44],
    [1620777600000.0, 91.82],
    [1620864000000.0, 84.05],
    [1620950400000.0, 103.36],
    [1621209600000.0, 115.0],
    [1621296000000.0, 119.49],
    [1621382400000.0, 132.91],
    [1621468800000.0, 139.08],
    [1621555200000.0, 153.85],
    [1621814400000.0, 139.77],
    [1621900800000.0, 133.7],
    [1621987200000.0, 146.58],
    [1622073600000.0, 166.83],
    [1622160000000.0, 148.22],
    [1622505600000.0, 144.49],
    [1622592000000.0, 157.14],
    [1622678400000.0, 164.83],
    [1622764800000.0, 164.04],
    [1623024000000.0, 170.0],
    [1623110400000.0, 162.01],
    [1623196800000.0, 152.43],
    [1623283200000.0, 146.42],
    [1623369600000.0, 125.505],
    [1623628800000.0, 124.69],
    [1623715200000.0, 123.03]],
   'tooltip': {'valueDecimals': 2}}]
}
chart = ph.HighStock(object=configuration, sizing_mode="stretch_width", height=400)

Attempt to add a second series

chart.object_update = {
    'series':chart.object['series'] + [
                {
                    'type':'flags',
                    'onSeries':'pricehistory',
                    'shape':'circlepin',
                    'data':[ {
                        'x': r['Date_BUY'],
                        'title':"BUY",
                        'text':f'BUY UPST {r["Units"]} Shares @ ${r["Value_BUY"]/r["Units"]:.2f}'
                    } for k,r in j.iterrows() 
                    ]
                }
    ]
}

In the above chart.object_update code, I can replace the existing series if I do not include the original series. However, that is not the behavior I want. The above code which sets new series data for two data series (the original and flags) leaves the chart unmodified. (side note: it works to create both series at the same time in the original chart, but that is not the behavior I am looking for)

As far as I can determine, there is no other mechanism to dynamically add a data series.

In Javascript, adding a series to a highstock chart is possible using the chart.addSeries({...}); method followed by chart.redraw();

run examples\LinkedCharts.ipynb got Keyerror with sourcedata tab not work

Got the following error:

Callback failed for object named "Tabs00131" changing property {'active': 1} 
Traceback (most recent call last):
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\reactive.py", line 315, in _process_events
    self.param.update(**self_events)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 1898, in update
    self_._batch_call_watchers()
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 2059, in _batch_call_watchers
    self_._execute_watcher(watcher, events)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 2021, in _execute_watcher
    watcher.fn(*args, **kwargs)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\layout\tabs.py", line 128, in _update_active
    self.param.trigger('objects')
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 1989, in trigger
    self_.set_param(**dict(params, **triggers))
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 1925, in set_param
    return self_.update(kwargs)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 1898, in update
    self_._batch_call_watchers()
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 2059, in _batch_call_watchers
    self_._execute_watcher(watcher, events)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 2021, in _execute_watcher
    watcher.fn(*args, **kwargs)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\reactive.py", line 304, in _param_change
    self._apply_update(named_events, msg, model, ref)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\reactive.py", line 239, in _apply_update
    self._update_model(events, msg, root, model, doc, comm)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\layout\base.py", line 99, in _update_model
    state._views[ref][0]._preprocess(root)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\viewable.py", line 500, in _preprocess
    hook(self, root)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\links.py", line 247, in _process_callbacks
    cb(root_model, link, src, tgt, arg_overrides=overrides)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\links.py", line 342, in __init__
    self._init_callback(root_model, link, source, src_spec, target, tgt_spec, code)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\links.py", line 429, in _init_callback
    arg_model = self._resolve_model(root_model, v, None)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\links.py", line 387, in _resolve_model
    model, _ = obj._models[root_model.ref['id']]
KeyError: '1008'
2022-08-26 12:28:19,653 Exception in callback functools.partial(<bound method IOLoop._discard_future_result of <tornado.platform.asyncio.AsyncIOMainLoop object at 0x00000287A32D0D30>>, <Task finished name='Task-77' coro=<ServerSession.with_document_locked() done, defined at C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\bokeh\server\session.py:78> exception=KeyError('1008')>)
Traceback (most recent call last):
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\tornado\ioloop.py", line 741, in _run_callback
    ret = callback()
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\tornado\ioloop.py", line 765, in _discard_future_result
    future.result()
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\bokeh\server\session.py", line 99, in _needs_document_lock_wrapper
    result = await result
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\reactive.py", line 356, in _change_coroutine
    self._change_event(doc)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\reactive.py", line 370, in _change_event
    self._process_events(events)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\reactive.py", line 315, in _process_events
    self.param.update(**self_events)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 1898, in update
    self_._batch_call_watchers()
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 2059, in _batch_call_watchers
    self_._execute_watcher(watcher, events)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 2021, in _execute_watcher
    watcher.fn(*args, **kwargs)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\layout\tabs.py", line 128, in _update_active
    self.param.trigger('objects')
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 1989, in trigger
    self_.set_param(**dict(params, **triggers))
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 1925, in set_param
    return self_.update(kwargs)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 1898, in update
    self_._batch_call_watchers()
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 2059, in _batch_call_watchers
    self_._execute_watcher(watcher, events)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\param\parameterized.py", line 2021, in _execute_watcher
    watcher.fn(*args, **kwargs)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\reactive.py", line 304, in _param_change
    self._apply_update(named_events, msg, model, ref)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\reactive.py", line 239, in _apply_update
    self._update_model(events, msg, root, model, doc, comm)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\layout\base.py", line 99, in _update_model
    state._views[ref][0]._preprocess(root)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\viewable.py", line 500, in _preprocess
    hook(self, root)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\links.py", line 247, in _process_callbacks
    cb(root_model, link, src, tgt, arg_overrides=overrides)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\links.py", line 342, in __init__
    self._init_callback(root_model, link, source, src_spec, target, tgt_spec, code)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\links.py", line 429, in _init_callback
    arg_model = self._resolve_model(root_model, v, None)
  File "C:\Users\qiuch\anaconda3\envs\panel-highcharts\lib\site-packages\panel\links.py", line 387, in _resolve_model
    model, _ = obj._models[root_model.ref['id']]
KeyError: '1008'

I think it's maybe caused by the download_button.
Thanks!

highcharts_no_data failing

This code fails due to inconsistent keys between highbase.py and the other models.
ph.config.js_files(highcharts_no_data=True)

Highstock chart buttons/slider always appear in the front of the panel dashboard

I created a simple dashboard with panel.Tabs. When I add a highstock chart to a a tab using panel_highcharts the slider and the button of the chart appear in every tabs. Here is a reproducible example:

import panel_highcharts as ph
import panel as pn
import pandas as pd
import numpy as np


pn.extension('highstock')


def convert_returns(returns):
    prices = (1 + returns).cumprod().to_list()
    timestamps = list(returns.index.map(lambda x: int(float(x.to_datetime64()) / 1_000_000)))
    return list(map(list, zip(timestamps, prices)))


def plot_returns_highcharts(returns):
    data = convert_returns(returns)
    configuration = {
        "rangeSelector": {
            "inputEnabled": False,
        },
        "series": [
            {"name": "series", "type": "line", "data": data, "tooltip": {"valueDecimals": 2}}
        ],
        "yAxis": {
            "labels": {
                "formatter": """function () {
                    return (this.value > 0 ? ' + ' : '') + this.value + '%';
                }"""
            },
            "plotLines": [{
                "value": 0,
                "width": 2,
                "color": 'silver'
            }]
        },
        "plotOptions": {
            "series": {
                "compare": 'percent',
                "showInNavigator": True
            }
        },
    }
    chart = ph.HighStock(object=configuration)
    return chart

returns = pd.Series(np.random.normal(0, 0.01, 1_000),
                    index=pd.date_range("2000-01-01", freq="D", periods=1_000))

dashboard = pn.Column(
    pn.pane.Markdown("## Dashboard"),
    pn.Tabs(
        ("description", pn.pane.Str("blablabla...")),
        ("chart", plot_returns_highcharts(returns)),
        tabs_location="left"
    )
)

dashboard

Here's the output:

The tab chart is displayed properly:

Sorry if it's just a setting I wrongly configured, I spent quite some time on it and couldn't find what's wrong. Thank you!

ImportError: cannot import name 'string_types' from 'panel.util'

When testing on panel 0.13.0rc5 I get

2022-04-07 21:07:49,779 Error running application handler <bokeh.application.handlers.script.ScriptHandler object at 0x0000029BC561FE50>: cannot import name 'string_types' from 'panel.util' (c:\repos\private\awesome-panel\.venv\lib\site-packages\panel\util.py)
File 'charts.py', line 6, in <module>:
from panel.util import lazy_load, string_types Traceback (most recent call last):
  File "c:\repos\private\awesome-panel\.venv\lib\site-packages\bokeh\application\handlers\code_runner.py", line 231, in run
    exec(self._code, module.__dict__)
  File "C:\repos\private\awesome-panel\awesome_panel\apps\highcharts_add_series_dynamically.py", line 3, in <module>
    import panel_highcharts as ph
  File "c:\repos\private\awesome-panel\.venv\lib\site-packages\panel_highcharts\__init__.py", line 7, in <module>
    from .charts import HighChart, HighGantt, HighMap, HighStock
  File "c:\repos\private\awesome-panel\.venv\lib\site-packages\panel_highcharts\charts.py", line 6, in <module>
    from panel.util import lazy_load, string_types
ImportError: cannot import name 'string_types' from 'panel.util' (c:\repos\private\awesome-panel\.venv\lib\site-packages\panel\util.py)

the highcharts-more.js file must be loaded

missingModuleFor: packedbubble;

the highcharts-more.js file must be loaded

support to variwide module

Missing support to the module variwide: https://www.highcharts.com/docs/chart-and-series-types/variwide-chart#!
A quite useful module for plotting supply stacks for example ;)
It is also not present in HS file service https://code.highcharts.com/ and not part of panel_highcharts.config.js_files

Can you use panel-highcharts in Google Colab?

I tried using it. But the chart object does not show up in Google Colab. Is there a fix to this? Since, altair, plotly, bokeh -- all can be shown in colab, can there be something similar for panel-highcharts?

Thank you.

Support for Highcharts wind barb

Request

Unless I am mistaken, there is no support for the Highchart Wind Barb capability within the current version of panel-highcharts. Could I request for this feature to be added, please?

https://code.highcharts.com/modules/windbarb.js

Motivation

Highchart's wind barb feature offers a simple & flexible wind speed & direction viz that I haven't found elsewhere (JS or python). A Python wrapper would be ace, nothing else does quite the same thing (surprisingly).

Unable to install with extensions via pip

Description

Thanks for this promising package.

Reproduction steps

I can run pip install panel-highcharts but not pip-install panel-highcharts[examples]. The latter gives me a "no matches found" error.

Requirements

panel-highcharts-20221018.1
panel==0.14.4
matplotlib==3.7.1
numpy==1.24.3
pandas==2.0.1pip

___installed--
node 10.24.1
python 3.11
running on Mac M1 Studio

Code

n/a

Logs

n/a

Additional Context

n/a

Please prepare package for mypy

When running mypy on code using panel_highcharts we get found module but no type hints or library stubs.

Please fix

blank graph when running in jupyter

highchart with parameterized throw error

I'm receiving an error when I'm running in panel 0.13. Error message is "TypeError: Read-only parameter 'event' cannot be modified"

When I remove param.Parameterized, it works. @MarcSkovMadsen if you can help me to figure out whether I'm making a mistake or this is a bug, I will be very grateful.

import panel as pn
import param
import polars as pl
import panel_highcharts as ph

pl.Config.set_tbl_cols(12)
pl.Config.set_tbl_rows(20)

ph.config.theme("auto")
pn.extension('highchart',sizing_mode="stretch_width")

class dashboard(param.Parameterized):

    def __init__(self,**params):
        super().__init__(**params)

    def tag_chart(self):
        configuration = {
            "title": {"text": "HighChart Pane"},
            "series": [
                {
                    "name": "series1",
                    "data": [1, 2, 3, 4, 5],
                }
            ]
        }

        return pn.panel(ph.HighChart(object=configuration, sizing_mode="stretch_both", min_height=500))



    def create_layout(self):

        watch_event_layout = pn.Column(pn.Column(self.tag_chart))


        return watch_event_layout

dashboard_object = dashboard().create_layout()
dashboard_object.servable(title='Technical Intelligence Dashboard - Privacy Chains')```

a

Request

Make it dead easy to try panel-highcharts. I would like a CLI tool panel-highcharts with the commands

hello which panel serves the example notebooks
examples which copies the example notebooks to /examples/panel-highcharts.

Motivation

Currently there is some friction to try out panel-highcharts. You have to open Binder (slow) or download the notebooks from github. It takes some time and some users might now how to do or understand its possible. You can also git clone the repo. There are 4 commands you have to execute and it might fail.

Drawbacks

It would add dependencies like Typer and Rich to the package if we implement it like the awesome-panel-cli.

Alternatives

Not do it.
I've also considered whether the awesome-panel-cli should enable plugins. So having one cli to collect everything. But I think

Additional Context

We should do this in a general way that is consistent with awesome-panel-cli, panel-chemistry etc.

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